Triple
T14709822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hereford, England, United Kingdom |
E345519
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object | Herefordshire and Ludlow College |
E326971
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Herefordshire and Ludlow College | Statement: [Hereford, England, United Kingdom, hasEducationalInstitution, Herefordshire and Ludlow College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herefordshire and Ludlow College Context triple: [Hereford, England, United Kingdom, hasEducationalInstitution, Herefordshire and Ludlow College]
-
A.
Herefordshire and Ludlow College
chosen
Herefordshire and Ludlow College is a further education college in Herefordshire, England, offering a range of vocational, academic, and apprenticeship courses to post-16 learners and adults.
-
B.
Hereford Sixth Form College
Hereford Sixth Form College is a post-16 education institution in Hereford, England, offering A-levels and other advanced courses to students typically aged 16–19.
-
C.
Gloucestershire College
Gloucestershire College is a further and higher education institution in Gloucestershire, England, offering a wide range of vocational, academic, and professional courses across multiple campuses.
-
D.
Hereford College of Arts
Hereford College of Arts is a specialist arts institution in Hereford, England, offering creative degrees and courses in disciplines such as fine art, design, media, and performing arts.
-
E.
Bridgwater and Taunton College
Bridgwater and Taunton College is a further and higher education college in Somerset, England, offering a wide range of academic, vocational, and apprenticeship programmes across multiple campuses.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d822e4a8c08190a155df736bb7bc13 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb9814e0c8190984ac30d276499cc |
completed | April 14, 2026, 10:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdf08d59b48190a1ddd2aed6ed756e |
completed | May 8, 2026, 2:17 p.m. |
Created at: April 10, 2026, 1:28 a.m.